Shopify Connector

Connector status: In progress Being built. Not verified yet.

Illustration · sample data

Sync example

Review one record

Source

Shopify

Connector status: In progress

Destination

Your other tool

Connector status: Custom tool

Source fieldDestination fieldSample value
record.id source_id record_1042
record.updated_at updated_at 2026-10-18T08:00:00Z
record.value value sample_value
  1. Draft
  2. Review one record
  3. Approve this version

Statuses describe individual connectors; they do not guarantee this sync is ready. Illustrative fields. Review the actual schema and permissions before a sync runs.

Connector implementation

Build the Shopify integration

E-commerce platform for online stores, inventory, orders, and customer management

E-commerce
ShopifyAPI / MCP / docsTajo connectorauth, mapping, syncretries, logs, checksBrevo activationcontacts, events, campaignsbackfill, webhooks, validation
Shopify connector flow from source system to Tajo mapping and Brevo activation.

Implementation Overview

Build target

Implement a Shopify connector that authenticates to the vendor surface, normalizes source records in Tajo, and activates eligible data in Brevo.

Current status

Treat this as an implementation guide. Build and validate the auth, mapping, sync, and operations paths before production use.

Primary surface

shopify.dev/docs/apps/build/devmcp

PropertyValue
Integration surfaceMCP
StatusIn progress
CategoryE-commerce
Setup complexitymedium
Vendor documentationshopify.dev/docs/apps/build/devmcp
Allowed hostNot recorded
Base URLNot recorded
OpenAPI schemaNot recorded
MCP serverNot recorded
Last researched2026-08-07

Admin API is GraphQL; official Dev MCP + Storefront MCP. The Storefront MCP is per-store (https://{shop}.myshopify.com/api/mcp) and the Dev MCP is a local stdio server, so neither is a fixed endpoint this catalog can hold.

Authentication

  • Keep shopify.dev/docs/apps/build/devmcp linked from the connector runbook so operators can confirm vendor behavior during incidents.

  • Store credentials per Tajo workspace and keep tenant-specific secrets out of connector configuration files.

  • Add a credential smoke test that verifies read access to a harmless resource before running backfills or enabling webhooks.

Data To Sync

Start with these inferred data domains, then confirm exact vendor resources and permissions from the source documentation:

  • Contact and identity records
  • Commerce, payment, or subscription objects

The connector should make source records idempotent by keeping a stable key such as a vendor object ID, email address, event ID, ticket ID, order ID, or campaign ID. If the vendor only exposes list APIs, Tajo should store the cursor strategy and replay policy explicitly.

Sync Shape

ResourceDirectionConflict handling
customersbidirectionalsource_wins, loop guard origin_tag
ordersinboundn/a

Shopify owns customer identity; Tajo only writes back computed tags and metafields, so a conflict resolves to the store. The loop guard is implemented — update_customer_tags and set_customer_metafields declare echoTarget, and the webhook route consumes the marker before dispatch.

Mapping To Tajo/Brevo

Shopify has a typed contract, and every resource on it is read for context rather than projected into Brevo. That is a recorded decision, not a gap: no field of this connector currently becomes a Brevo contact, list, or event.

The conventions that apply to every connector — stable external IDs, normalization, backfill and sync strategy, error handling, and the builder checklist — are documented once under “Applies to every connector” on the connector catalog.

Sources

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